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Common Genetic Variations Involved in the Inter-Individual Variability Of nutrients Review Common Genetic Variations Involved in the Inter-Individual Variability of Circulating Cholesterol Concentrations in Response to Diets: A Narrative Review of Recent Evidence Mohammad M. H. Abdullah 1 , Itzel Vazquez-Vidal 2, David J. Baer 3, James D. House 4 , Peter J. H. Jones 5 and Charles Desmarchelier 6,* 1 Department of Food Science and Nutrition, Kuwait University, Kuwait City 10002, Kuwait; [email protected] 2 Richardson Centre for Functional Foods & Nutraceuticals, University of Manitoba, Winnipeg, MB R3T 6C5, Canada; [email protected] 3 United States Department of Agriculture, Agricultural Research Service, Beltsville, MD 20705, USA; [email protected] 4 Department of Food and Human Nutritional Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; [email protected] 5 Nutritional Fundamentals for Health, Vaudreuil-Dorion, QC J7V 5V5, Canada; [email protected] 6 Aix Marseille University, INRAE, INSERM, C2VN, 13005 Marseille, France * Correspondence: [email protected] Abstract: The number of nutrigenetic studies dedicated to the identification of single nucleotide Citation: Abdullah, M.M.H.; polymorphisms (SNPs) modulating blood lipid profiles in response to dietary interventions has Vazquez-Vidal, I.; Baer, D.J.; House, increased considerably over the last decade. However, the robustness of the evidence-based sci- J.D.; Jones, P.J.H.; Desmarchelier, C. ence supporting the area remains to be evaluated. The objective of this review was to present Common Genetic Variations Involved recent findings concerning the effects of interactions between SNPs in genes involved in cholesterol in the Inter-Individual Variability of metabolism and transport, and dietary intakes or interventions on circulating cholesterol concen- Circulating Cholesterol trations, which are causally involved in cardiovascular diseases and established biomarkers of Concentrations in Response to Diets: cardiovascular health. We identified recent studies (2014–2020) that reported significant SNP–diet A Narrative Review of Recent NPC1L1, ABCA1, ABCG5, ABCG8, APOA1, APOA2, Evidence. Nutrients 2021, 13, 695. interactions in 14 cholesterol-related genes ( https://doi.org/10.3390/nu13020695 APOA5, APOB, APOE, CETP, CYP7A1, DHCR7, LPL, and LIPC), and which replicated associations observed in previous studies. Some studies have also shown that combinations of SNPs could explain Academic Editor: a higher proportion of variability in response to dietary interventions. Although some findings still David Cameron-Smith need replication, including in larger and more diverse study populations, there is good evidence that some SNPs are consistently associated with differing circulating cholesterol concentrations in Received: 31 December 2020 response to dietary interventions. These results could help clinicians provide patients with more Accepted: 12 February 2021 personalized dietary recommendations, in order to lower their risk for cardiovascular disease. Published: 22 February 2021 Keywords: lipids; gene-diet interaction; personalized nutrition; single nucleotide polymorphism; Publisher’s Note: MDPI stays neutral genetic variant; cardiovascular diseases; nutrigenetics with regard to jurisdictional claims in published maps and institutional affil- iations. 1. Introduction Personalized nutrition is the next frontier for the food and health industries. Presently, consumers report high expectations for the role proper genetic information could play in Copyright: © 2021 by the authors. their dietary choices for the prevention and treatment of chronic diseases [1,2]. Cardiovas- Licensee MDPI, Basel, Switzerland. cular disease (CVD) is still the leading cause of death globally, and it is estimated that 90% This article is an open access article of cases are preventable, with healthy diet considered as the first line of intervention [3,4]. distributed under the terms and conditions of the Creative Commons Lowering of blood lipid concentrations is a major target in both the primary and secondary Attribution (CC BY) license (https:// prevention of CVD, but high interindividual variability exists in response to any given creativecommons.org/licenses/by/ dietary intervention [5]. 4.0/). Nutrients 2021, 13, 695. https://doi.org/10.3390/nu13020695 https://www.mdpi.com/journal/nutrients Nutrients 2021, 13, 695 2 of 15 Genome-wide association studies (GWAS) have identified numerous single nucleotide polymorphisms (SNPs) that are associated with the variability of fasting blood cholesterol concentrations. These genetic variations have been estimated to explain about 30% of total variance [6,7]. Yet, the application of the results to personalized dietary recommendations is not straightforward because these studies usually do not consider the effect of diet. Several clinical trials have investigated the relationship between dietary interventions and blood lipid concentrations, considering the genetic characteristics of the participants. However, by design, they usually only focus on individual SNPs, resulting in a relatively low ex- plained genetic variance [8,9]. A greater part of the variability in blood lipid concentrations could be explained by the additive effects of several SNPs, which, taken individually, may only have small, and barely significant, effects [10,11]. While numerous studies have reported SNPs that are significantly associated with blood cholesterol concentrations in response to various diets [8], there is a need to review additional data generated in this field. The objective of this narrative review is, thus, to summarize recent findings of inter- actions between individual SNPs in major cholesterol-related genes and dietary intakes, relative to shaping circulating cholesterol concentrations. The review also highlights stud- ies that used combinations of SNPs to increase the explained variability in cholesterol concentrations following dietary interventions. Looking at the sum of evidence accumu- lated in the field enables discussion of what is still missing in order to put this knowledge into practice. 2. Search Process and Criteria For the purpose of this review, we considered only genes that are explicitly involved in cholesterol absorption, metabolism, and transport pathways (Figure1). A systematic search was utilized, and gene–diet interaction studies relative to the genes of interest were retrieved, with no restriction on study design, dietary protocol, population, or qual- ity throughout the preliminary search. Searches were performed on articles published between 1 January 2014 (as a follow-up to our previous review on the topic [8]) and 30 September 2020 using the MEDLINE (PubMed) database, and searching string varia- tions of the following keywords: (diet OR gene-diet OR dietary) AND (cholesterol) AND (SNP OR polymorphism OR genetic variant). A total of 291 articles were identified and examined individually to exclude research articles that did not report statistically signif- icant cholesterol responses to gene–diet interactions, did not present clear associations, or did not provide data details. With the exclusion of all review articles, animal studies, and articles in languages other than English, as well as those considering factors other than diet, such as physical activity, alcohol intake, smoking, and others, a total of 21 distinct research articles were eligible for inclusion in the individual SNP–diet interaction analysis (Section3), and four articles were eligible for the combinatory patterns of SNPs analysis (Section4) below. The following sections present statistically significant findings regarding the effects of interactions between SNPs (taken individually or in combinatory patterns) and dietary intakes on circulating cholesterol concentrations in observational studies and dietary interventions. Nomenclature for all genes in this work is reported according to international standards of the Human Genome Organization (HUGO) [12], with description of variants at the DNA level and reference to SNPs as rs#-xx homozygotes or rs#-x alleles, even when authors of some of the reviewed articles reported variants as defined by their encoding amino acid changes, using the 3-letter code or the 1-letter code, with no mention of the rs# for their SNPs. Where applicable in the sections below, the meanings of such amino acid codes are addressed. Nutrients 2021, 13, x FOR PEER REVIEW 3 of 17 articles were identified and examined individually to exclude research arti- cles that did not report statistically significant cholesterol responses to gene– diet interactions, did not present clear associations, or did not provide data details. With the exclusion of all review articles, animal studies, and articles in languages other than English, as well as those considering factors other than diet, such as physical activity, alcohol intake, smoking, and others, a to- tal of 21 distinct research articles were eligible for inclusion in the individual Nutrients 2021, 13, 695 SNP–diet interaction analysis (Section 3), and four articles were eligible for 3 of 15 the combinatory patterns of SNPs analysis (Section 4) below. FigureFigure 1. Summary 1. Summary of genes of of genes lipid of metabolism lipid metabo andlism transport and transport pathways pathways involved involv in the variabilityed in the variability of circulating of cir- cholesterol concentrationsculating cholesterol in response concentrations to diets. Genes in displayedresponse to are diets. those Genes for which displayed significant are those SNP–diet
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